{"id":"W4388291661","doi":"10.1002/yea.3903","title":"Yeasts from tropical forests: Biodiversity, ecological interactions, and as sources of bioinnovation","year":2023,"lang":"en","type":"review","venue":"Yeast","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Fundação para a Ciência e a Tecnologia; Ministério da Ciência, Tecnologia e Ensino Superior; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Biome; Rainforest; Biodiversity; Ecology; Biology; Deforestation (computer science); Tropical rainforest; Tropics; Habitat; Agroforestry; Geography; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003746074,0.0009577925,0.001369406,0.003578636,0.0003884077,0.001455856,0.0007616705,0.001012324,0.002103733],"category_scores_gemma":[0.0004531118,0.0003111796,0.000490357,0.003145788,0.000542069,0.001619847,0.0007418975,0.001307965,0.001265166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005507843,"about_ca_system_score_gemma":0.0009482147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169594,"about_ca_topic_score_gemma":0.002077257,"domain_scores_codex":[0.9997892,0.00002492786,0.00003320677,0.00004658309,0.00008510578,0.00002101592],"domain_scores_gemma":[0.9997672,0.00009886586,0.0000395504,0.000008092335,0.00005610934,0.00003006194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008911869,0.00008047179,0.0005459462,0.03331909,0.00008634153,0.0003051423,0.0001306712,0.0003591106,0.008764893,0.004146685,0.008488041,0.9436845],"study_design_scores_gemma":[0.00001218126,0.0001407586,0.00285846,0.005217106,0.0001927752,0.001907972,0.0001817234,0.0001095273,0.003442423,0.002051493,0.9838495,0.00003612131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002336712,0.9987036,0.000107975,0.0000870661,0.00008131932,0.000002973212,0.00002127993,0.000006139934,0.0007560003],"genre_scores_gemma":[0.0009341763,0.998531,0.0001655399,0.00005406639,0.00004412858,0.000002905634,0.0000342438,0.000001100767,0.0002329354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003578636,"threshold_uncertainty_score":0.007037759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082179856237424,"score_gpt":0.309252740974079,"score_spread":0.2684309424117048,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}